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Marcelo G Mattar
Assistant Professor, Department of Psychology, New York University
Joined
November 2019
Names
Marcelo G Mattar
(Preferred)
,
Marcelo G. Mattar
,
Marcelo Gomes Mattar
,
Marcelo Mattar
Emails
****@gmail.com
(Confirmed)
,
****@nyu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Department of Psychology,
New York University
(nyu.edu)
2023
–
Present
Assistant Professor
Department of Cognitive Science,
University of California, San Diego
(ucsd.edu)
2020
–
2022
Postdoc
Princeton Neuroscience Institute,
Princeton University
(princeton.edu)
2016
–
2020
Postdoc
Department of Engineering,
University of Cambridge
(cam.ac.uk)
2018
–
2019
Advisors, Relations & Conflicts
Postdoc Advisor
Nathaniel Daw
2016
–
2020
Postdoc Advisor
Mate Lengyel
2018
–
2019
PhD Advisor
Danielle Bassett
2013
–
2016
PhD Advisor
Geoffrey Aguirre
2010
–
2016
Expertise
Reinforcement Learning
2016
–
Present
Computational Neuroscience
2010
–
Present
Cognitive Neuroscience
2010
–
Present
Publications
A foundation model to predict and capture human cognition
Marcel Binz
,
Elif Akata
,
Matthias Bethge
,
Franziska Brändle
,
Julian Coda-Forno
,
Peter Dayan
,
Can Demircan
,
Maria K Eckstein
,
Noémi Éltető
,
Thomas L. Griffiths
,
Susanne Haridi
,
Akshay K Jagadish
,
Li Ji-An
,
Alex Kipnis
,
Sreejan Kumar
,
Tobias Ludwig
,
Marvin Mathony
,
Marcelo G Mattar
,
Alireza Modirshanechi
,
Surabhi S Nath
et al. (18 additional authors not shown)
Nature
Readers:
Everyone
From Interaction to Abstraction: Using Behavior and Brain Activity to Evaluate How AI Systems Learn Games
Botos Csaba
,
Sreejan Kumar
,
Austin Tudor David Andrews
,
Rui Ponte Costa
,
Marcelo G Mattar
,
Momchil Tomov
HCAIR 2026
Readers:
Everyone
From Interaction to Abstraction: Behavior and Neuroimaging Evidence That Reasoning Models Learn Games Like Humans
Botos Csaba
,
Sreejan Kumar
,
Austin Tudor David Andrews
,
Rui Ponte Costa
,
Marcelo G Mattar
,
Momchil Tomov
ICLR 2026 Re-Align Workshop
Readers:
Everyone
Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations
Li Ji-An
,
Hua-Dong Xiong
,
Robert Wilson
,
Marcelo G Mattar
,
Marcus K. Benna
NeurIPS 2025 poster
Readers:
Everyone
Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents
Jiyi Wang
,
Likai Tang
,
Huimiao Chen
,
Marcelo G Mattar
,
Sen Song
Submitted to ICLR 2025
Readers:
Everyone
Linking In-context Learning in Transformers to Human Episodic Memory
Li Ji-An
,
Corey Yishan Zhou
,
Marcus K. Benna
,
Marcelo G Mattar
NeurIPS 2024 poster
Readers:
Everyone
Centaur: a foundation model of human cognition
Marcel Binz
,
Elif Akata
,
Matthias Bethge
,
Franziska Brändle
,
Fred Callaway
,
Julian Coda-Forno
,
Peter Dayan
,
Can Demircan
,
Maria K. Eckstein
,
Noémi Élteto
,
Thomas L. Griffiths
,
Susanne Haridi
,
Akshay K. Jagadish
,
Ji-An Li
,
Alexander Kipnis
,
Sreejan Kumar
,
Tobias Ludwig
,
Marvin Mathony
,
Marcelo G. Mattar
,
Alireza Modirshanechi
et al. (21 additional authors not shown)
CoRR 2024
Readers:
Everyone
Linking In-context Learning in Transformers to Human Episodic Memory
Ji-An Li
,
Corey Y. Zhou
,
Marcus K. Benna
,
Marcelo G. Mattar
NeurIPS 2024
Readers:
Everyone
NeuroAI for AI Safety
Patrick J. Mineault
,
Niccoló Zanichelli
,
Joanne Zichen Peng
,
Anton Arkhipov
,
Eli Bingham
,
Julian Jara-Ettinger
,
Emily Mackevicius
,
Adam H. Marblestone
,
Marcelo Mattar
,
Andrew Payne
,
Sophia Sanborn
,
Karen Schroeder
,
Zenna Tavares
,
Andreas S. Tolias
CoRR 2024
Readers:
Everyone
View all 23 publications
Co-Authors
Adam H. Marblestone
Akshay K Jagadish
Akshay K. Jagadish
Alex Kipnis
Alexander Kipnis
Alireza Modirshanechi
Andreas S. Tolias
Andrew C. Murphy
Andrew Payne
Andrew S. Bock
Ankit N. Khambhati
Anton Arkhipov
Arian Ashourvan
Austin Tudor David Andrews
Botos Csaba
Can Demircan
Corey Y. Zhou
Corey Yishan Zhou
Danielle S. Bassett
David Kirsh
Dirk U. Wulff
Dirk Wulff
Eli Bingham
Elif Akata
Emily Mackevicius
View all 102 co-authors